DeepLearner

:OpenCV-based Driver Drowsiness Detection System using 3D Facial Movement Estimation

딥러닝(CNN) 기반 운전자 머리 및 시선 추적을 통한 졸음운전 방지

Notion link, Github link

Description

This program detects the drowsiness of a driver in real time with using OpenCV Python.

Flow Charts

[pic 1] Flow chart of optimization

[pic 2] Flow chart of detection of drawsiness

Prerequisite : list to install

• dlib link : a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems.
• cmake link : open-source software tool for managing the build process of software using a compiler-independent method. It supports directory hierarchies and applications that depend on multiple libraries.

After that, type these codes for complete install.

python setup.py build
python setup.py install

Collaborators : @indigopyj

Reference

Deepgaze

PyImageSearch